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Anthropic says its biology lab has already found something big

Biotech & HealthAnthropic

🔗 https://techcrunch.com/2026/09/23/anthropic-says-its-biology-lab-has-already-found-something-big/

📌 Anthropic濕實驗室首戰告捷:AI找到類CRISPR新酶系統

TL;DR:Anthropic生物實驗室稱Claude在21小時內找到疑似類CRISPR酶系統,但尚待學界驗證。

🎣 上週才證實自己在灣區偷偷開了一間濕實驗室,這週Anthropic就丟出震撼彈:實驗室已經有重大斬獲。

🤔 從「秘密實驗室」到「重大發現」,只花了一個春天 Anthropic今年春天才成立這間位於灣區的分子生物學實驗室,官方甚至不願透露確切開放了幾個月。實驗室的定位很明確:只做生物安全等級BSL-1與BSL-2的研究,不處理會感染人類的病原體,且所有實體實驗都由人類科學家親手執行,AI目前不會直接操作實驗設備。

🧩 藏在噬菌體DNA裡的「類CRISPR」系統 Anthropic表示,其AI模型Claude在噬菌體(infect細菌的病毒)的DNA中,找到一個先前未知的酶系統,該系統具備「讓人聯想到CRISPR」的特性,能執行切割、複製、貼上DNA等操作。CRISPR原本是細菌對抗病毒的天然免疫系統,後來被改造成廣泛使用的基因編輯技術。CEO Dario Amodei在X上也坦言,這項發現建立在他人既有研究之上,史丹佛團隊此前已發現一個「在某些方面與Claude找到的系統類似」的系統。

📊 950個agent、21小時、2.1億個token 根據Anthropic說法,這次搜尋工作「大部分、但非全部」由Claude主導完成,動用約950個agent,耗費約2.1億個token,整個過程只花了21小時的密集運算。這項發現究竟有多重大、多新穎,仍需要更廣泛的研究社群加以驗證。

⚠️ 一邊喊煞車,一邊按下加速鍵 這則消息出現的時間點頗微妙:就在AI業界執行長們(包括Amodei本人)才公開承認模型能力已強大到具有潛在危險性、業界需要放慢腳步建立安全測試程序之後不久,稍早也有Anthropic員工公開表示AI存在致命風險。Amodei本人曾說,他最擔心的事情之一就是AI被用於生物恐怖主義;但他同時相信AI能在5到10年內「治癒大多數疾病」。值得注意的是,Amodei並未排除未來出現「Claude自主操控實驗設備、在適當防護措施下獨立完成實驗」的全自動化實驗室,只強調目前尚未這麼做。AI輔助生物研究也不是Anthropic獨有:史丹佛剛發表LLM與CRISPR結合的研究論文,UC San Francisco的研究者用AI從零設計酶,Google更早在2020年就推出AlphaFold。

🎯 對工程師而言,這代表什麼 這則新聞的重點或許不在發現本身,而在於Anthropic選擇的部署方式:把AI定位為「搜尋與假設生成」的加速器,實體驗證仍完全交由人類把關。對正在評估把LLM導入科學研究流程的團隊來說,這是值得參考的分工模式——AI負責海量搜尋與假設篩選,人類負責高風險的實體驗證與安全把關。

🔗 來源

#Anthropic #Claude #AIforScience #CRISPR #BiotechAI #GeneEditing #AgenticAI #AISafety #Bioinformatics #WetLabAI

原始資料 TechCrunch AI · 收集於 2026-09-24
來源原標題
Anthropic says its biology lab has already found something big
作者
Julie Bort
原始標籤
AI · Biotech & Health · Anthropic
原始連結
https://techcrunch.com/2026/09/23/anthropic-says-its-biology-lab-has-already-found-something-big/

摘要原文

Last week, Anthropic confirmed that it was operating a wet biology lab in the Bay Area where it uses its AI models to run physical experiments. This week, the AI giant announced that this lab has already made what it believes is a big discovery: a new enzyme “system” that has certain “properties reminiscent of CRISPR,” as Anthropic describes it . CRISPR is a natural immune system used by bacteria to fight off viruses that has become a gene-editing technology widely used by researchers . Essentially, what Anthropic says it found is a previously unknown enzyme system hidden in the DNA of bacteriophages, which are viruses that infect and replicate within bacteria. Anthropic’s researchers say this system behaves similarly to CRISPR in that it can “perform operations like cutting, copying, and pasting DNA.” It will be up to the broader research community to validate how big, or new, this discovery actually is. Anthropic CEO Dario Amodei acknowledges that the discovery was based on the work of others and that a team from Stanford previously discovered a system “that is in some ways similar to the one Claude found,” he wrote on X . But Amodei and Anthropic are not just emphasizing the discovery. They are touting it was found “mostly, though not entirely, by Claude,” the CEO wrote. On the one hand, that is astounding. This lab was only established this spring (though Anthropic declined to be more specific about how many months it has been open). A discovery in just a few short months would be speedy enough work, but the team said it actually only took Claude 21 hours of concerted effort. Claude searched through data using about 950 agents that burned through 210 million tokens. Still, the revelation that Anthropic has been conducting biology experiments comes right after AI CEOs, including Amodei , publicly admitted that models have become so capable, and so potentially dangerous, that the industry must slow down and develop safety-testing procedures. This after a couple of his employees publicly said earlier this month that there’s a risk AI could kill us all . Amodei himself has said one of the things he fears most is that AI could be used for bioterrorism. But he also believes AI will “cure most diseases in 5-10 years,” he wrote. So Anthropic has clearly decided the rewards are worth the risks. Given that, perhaps the biggest reveal in this news isn’t the discovery itself but that the biology lab hasn’t let Claude loose. The physical experiments were done by humans. “Our lab, located in the Bay Area, looks like a typical molecular biology lab. We do research that involves only the lower-levels of the biosafety risk level (BSL-1 and BSL-2) and we do not handle pathogens that can infect humans. All of the lab work is performed by human scientists.” It’s also true that AI-powered biological research is hardly unique to Anthropic. Researchers from Stanford just published a paper on the work they are doing with LLMs and CRISPR. Researchers at UC San Francisco used AI to design enzymes from scratch . Google launched its first AI-powered biology research tool, AlphaFold, back in 2020 . So AI has clearly arrived in biological research beyond the AI labs pursuing it themselves. Yet, Amodei hasn’t ruled out a fully automated biology lab in the future. “Eventually it may even be possible for Claude itself to safely perform the experiments by autonomously controlling lab equipment, with appropriate safeguards in place, but we aren’t doing that today,” he said. .

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